ausgewählte Veröffentlichungen
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Abschnitt eines Buches
- Open Source Hardware in Manufacturing – Opportunities and Challenges 2023
- Dynamic Job Shop Scheduling in an Industrial Assembly Environment Using Various Reinforcement Learning Techniques 2023
- Application of Reinforcement Learning to UR10 Positioning for Prioritized Multi-Step Inspection in NVIDIA Omniverse 2023
- Multiobjective Scheduling of Jobs with Incompatible Families on Parallel Batch Machines 2006
- A Study of an Iterated Local Search on the Reliable Communication Networks Design Problem 2005
- A Concept for QoS Management in SOA-Based SoS Architectures
- A Software Platform for Use Case Driven Human-Friendly Factory Interaction Using Domain-Specific Assets
- An end to end workflow for synthetic data generation for robust object detection
- Application of Multi-agent Reinforcement Learning to the Dynamic Scheduling Problem in Manufacturing Systems
- Asset Administration Shell: Domain Specific Language Approach to Integrate Heterogeneous Device Endpoints
- Managing Manufacturing Assets with End-Users in Mind
- Reusing OPC UA information models in the Asset Administration Shell
- Solving a Dynamic Scheduling Problem for a Manufacturing System with Reinforcement Learning
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Artikel
- Study on the application of single-agent and multi-agent reinforcement learning to dynamic scheduling in manufacturing environments with growing complexity: Case study on the synthesis of an industrial IoT Test Bed. Journal of manufacturing systems, Vol.77, pp. 525-557. 2024
- A case study on the use of open source hardware in mechanical engineering. Procedia CIRP, Vol.128, pp. 680-685. 2024
- A case study on the use of open source hardware in mechanical engineering. Procedia CIRP, Vol.128, pp. 680-685. 2024
- Beschreibung und Bewertung der Wandlungsfähigkeit: Mit Fokus auf produzierenden mittleren Unternehmen. Zeitschrift für wirtschaftlichen Fabrikbetrieb : ZWF, Vol.118(1-2), pp. 10-14. 2023
- Beschreibung und Bewertung der WandlungsfähigkeitMit Fokus auf produzierenden mittleren Unternehmen. Zeitschrift für Wirtschaftlichen Fabrikbetrieb, Vol.118(1-2), pp. 10-14. 2023
- A review of the applications of multi-agent reinforcement learning in smart factories. Frontiers in robotics and AI, Vol.9, 1027340. 2022
- A Systematic Mapping Study on Machine Learning Techniques Applied for Condition Monitoring and Predictive Maintenance in the Manufacturing Sector. LOGISTICS-BASEL, Vol.6(2), pp. 1-22. 2022
- Micro Service based Sensor Integration Efficiency and Feasibility in the Semiconductor Industry. INFOCOMMUNICATIONS JOURNAL, Vol.14(3), pp. 79-85. 2022
- Remote-Technologien in der industriellen Instandhaltung – Ein Überblick zum aktuellen Einsatz von Remote-Technologien in der Praxis. Industrie 4.0 Management, pp. 59-62. 2020
- RELIABLE COMMUNICATION NETWORK DESIGN WITH EVOLUTIONARY ALGORITHMS. International journal of computational intelligence and applications, Vol.5(2), pp. 251-266. 2005
- Beschreibung und Bewertung der Wandlungsfähigkeit. Zeitschrift für wirtschaftlichen Fabrikbetrieb, Vol.118(1/2), pp. 10-14.
- DreMoWabe – Dresdner Modell der Wandlungsbefähigung. Zeitschrift für wirtschaftlichen Fabrikbetrieb, Vol.19(6), pp. 432-439.
- Enabling Federated Learning Services Using OPC UA, Linked Data and GAIA-X in Cognitive Production. Journal of machine engineering, Vol.24(2), pp. 18-33.
- Systematic Approach for Investigating Temporal Variability in Production Systems to Improve Production Planning and Control. Journal of manufacturing and materials processing, Vol.7(2), p. 78.
- The Dresden Model of Adaptability: A Holistic Approach to Human-Centeredness, Resilience, Sustainability, and the Impact on the Sustainable Development Goals in the Era of Industry 5.0. Digital, Vol.4(3), pp. 726-739.
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Buch
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Dokument
- Machine Vision in the Context of Robotics: A Systematic Literature Review 2019
- Konfigurationsmanagement nach ITL als wissenschaftlicher Forschungsgegenstand – eine Bestandsaufnahme 2013
- 8. ProIT-Forum : Kontinuierliche Optimierung: Prozesssimulation als Werkzeug für fachliches Reengineering 2011
- A Systematic Mapping Study on Blockchain Technology for Digital Protection of Communication with Industrial Control
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Konferenz-Poster
- Asset Administration Shell - domain specific language approach to integrate heterogenes device endpoints 2020
- Domain Specific Assets: A software platform for use case driven human friendly factory interaction 2020
- Development Of A Mixed Reality Human Machine Interface; Concept, Design and Evaluation 2020
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Patent
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Tagungsband
- YuMi-Chess: Applying Synthetic Image Generation in Real World Scenarios. 2024 4th International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), pp. 1-7. 2024
- Development of a Language Extension for Configuration of Industrial Asset Capabilities in Self-organized Production Systems. INTELLIGENT COMPUTING, VOL 1, Vol.506, pp. 25-42. 2022
- How to make energy flexibility business models work - the case for integration into existing ERP systems. 2022 IEEE 27TH INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA). 2022
- AI-Supported Marketplace For Industrial Capabilities. 2021 22nd IEEE International Conference on Industrial Technology (ICIT), Vol.1, pp. 1397-1402. 2021
- Adaptive Management Shell for Mapping the Process Capability of Manufacturing Components: A Systematic Mapping Study. 2020 IEEE 18TH INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN), VOL 1, Vol.1, pp. 7-14. 2020
- RFID meets OPC-UA - transparent and secure integration of sensor nodes into industrial and cloud environments 2017
- Status Quo und Bedeutung der Meinungsführerforschung für Online-Communities.. GeNeMe 2013, pp. 149-184. 2013
- Optimierung des IT-Managements mittels Social Media. Communities in New Media: Virtual Enterprises, Research Communities and Social Media Networks , pp. 79-89. 2012
- Designing reliable communication networks with a genetic algorithm using a repair heuristic. Lecture notes in computer science, Vol.3004, pp. 177-187. 2004
- A Systematic Mapping Study on Blockchain Technology for Digital Protection of Communication in Manufacturing. 2020 IEEE 18th International Conference on Industrial Informatics (INDIN), Vol.1, pp. 275-282.
- An architecture for an automatic integration of IO-Link sensors into a system of systems. IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society, pp. 1-6.
- Application of Inhomogeneous QMIX in Various Architectures to Solve Dynamic Scheduling in Manufacturing Environments. IEEE International Conference on Industrial Informatics (INDIN), pp. 1-8.
- Cognitive Production Systems: A Mapping Study. 2020 IEEE 18th International Conference on Industrial Informatics (INDIN), Vol.1, pp. 15-22.
- Event-Based Data Acquisition for Production Process Analyses: A Systematic Mapping Study. 2021 13th International Conference on Computer and Automation Engineering (ICCAE), pp. 105-110.
- Generic Control Loop Model for Fluctuation Analysis in Production Systems. 2021 IEEE 15th International Symposium on Applied Computational Intelligence and Informatics (SACI), pp. 000165-000170.
- Method for Identifying, Measuring and Quantifying Fluctuations in Production Systems. 2021 IEEE 16th International Conference on Computer Sciences and Information Technologies (CSIT), Vol.1, pp. 154-159.
- Multisensory Simulations for Smart Personal Protective Equipment. 2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), pp. 764-769.
- Positioning Stabilization With Reinforcement Learning for Multi-Step Robot Positioning Tasks in Nvidia Omniverse. IEEE International Conference on Industrial Informatics (INDIN), pp. 1-8.
- Towards Digital Twin-Based Dataspaces for Industrial Computer Vision Services. IEEE International Conference on Industrial Informatics (INDIN), pp. 1-7.
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